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[AutoPublish] main to live - 12/19 19:41 PST | 12/20 09:11 IST
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microsoft-365/documentprocessing/autofill-overview.md

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# Overview of autofill columns
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> [!NOTE]
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> Through December 2025, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of autofill columns and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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> Through June 2026, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of autofill columns and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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Autofill columns automatically extract, summarize, or generate content from files uploaded to a SharePoint document library. By using large language models (LLMs) through generative AI, autofill columns can save metadata automatically, streamlining the process of managing files and their associated information.
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For example, you can ask a question (a *prompt*) of a document in natural language, and the system saves the response directly to a designated library column. Or you can have more than one of these questions set to process any file uploaded to a library, with each response allocated to a specific column.
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Autofill columns can work alongside other docyment models. You can link various extractive prompts (which pull information from existing data) or generative prompts (which create new content) to multiple columns. This feature allows you to extract metadata that other models might miss or generate new insights.
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Autofill columns can work alongside other document models. You can link various extractive prompts (which pull information from existing data) or generative prompts (which create new content) to multiple columns. This feature allows you to extract metadata that other models might miss or generate new insights.
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## Requirements and limitations
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### Current release notes
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- For optimal performance, we recommend adding no more than 10 columns per library and processing files no larger than 65 pages.
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- Autofill columns now support managed metadata with term sets containing up to 100 terms. If a preferred term or synonym matches, autofill responds with the preferred term.
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- Encrypted files aren't analyzed or included in the results.
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- Autofill columns use the same classification status fields as document processing models.
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- SharePoint subsites aren't currently supported. Autofill only works for document libraries located on top-level SharePoint sites. Libraries in subsites won't process successfully.
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- This service is available only for SharePoint sites — including hub sites, sites associated to a hub site, and the primary site of a site collection. Subsites aren’t supported.
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> [!NOTE]
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> AI-generated content might be incorrect. Be sure to check the column results.

microsoft-365/documentprocessing/content-assembly.md

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# Overview of content assembly
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> [!NOTE]
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> Through December 2025, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of content assembly and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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> Through June 2026, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of content assembly and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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Content assembly lets you automatically generate standard repetitive business documents, such as contracts, statements of work, service agreements, letters of consent, sales pitches, and correspondence. You can do all these actions quicker, more consistently, and with fewer errors by creating modern templates and using those templates to generate documents.
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microsoft-365/documentprocessing/document-understanding-overview.md

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# Overview of unstructured document processing
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> [!NOTE]
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> Through December 2025, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of unstructured document processing and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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> Through June 2026, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of unstructured document processing and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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<!---</br>
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microsoft-365/documentprocessing/esignature-overview.md

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# Overview of eSignature
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> [!NOTE]
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> Through December 2025, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of eSignature by sending up to five requests at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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> Through June 2026, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of eSignature by sending up to five requests at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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The eSignature service simplifies the process of signing and sharing documents, while providing the security and compliance of Microsoft 365.
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microsoft-365/documentprocessing/form-processing-overview.md

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# Overview of structured and freeform document processing
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> [!NOTE]
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> Through December 2025, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of structured and freeform document processing and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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> Through June 2026, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of structured and freeform document processing and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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<!---</br>
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microsoft-365/documentprocessing/image-tagging-overview.md

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# Overview of image tagging
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> [!NOTE]
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> Through December 2025, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of image tagging and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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> Through June 2026, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of image tagging and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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Image tagging in SharePoint helps you find and manage images more efficiently. Using AI, it automatically adds descriptive keywords—called tags—to images. These tags are stored in the Image Tags managed metadata column, making it easier to search, sort, filter, and organize your image files.
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microsoft-365/documentprocessing/ocr-overview.md

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# Overview of optical character recognition
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> [!NOTE]
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> Through December 2025, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of optical character recognition and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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> Through June 2026, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of optical character recognition and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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The optical character recognition (OCR) service in SharePoint lets you extract printed or handwritten text from images and documents. Examples of images include posters, drawings, and product labels. Examples of documents include articles, reports, forms, and invoices.
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## Requirements and limitations
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This service is available only for SharePoint sites — including hub sites, sites associated to a hub site, and the primary site of a site collection. Subsites aren’t supported.
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### Supported file types
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|Endpoint |Supported file types |

microsoft-365/documentprocessing/prebuilt-overview.md

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# Overview of prebuilt document processing
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> [!NOTE]
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> Through December 2025, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of prebuilt document processing and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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> Through June 2026, you can try out a [limited amount](promo-syntex.md#included-monthly-capacity) of prebuilt document processing and other selected content services at no cost if you have [pay-as-you-go billing](syntex-azure-billing.md) set up. For information and limitations, see [Try out pay-as-you-go services](promo-syntex.md).
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In addition to using [custom models](model-types-overview.md#custom-models), document processing offers prebuilt models that help automate information extraction from documents—no training required. These models are ready to use and designed to recognize common document types and data patterns, so you can get started quickly and scale efficiently.
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microsoft-365/documentprocessing/prebuilt-requirements.md

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The following sections outline key factors to consider when planning to use a prebuilt document processing model.
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This service is available only for SharePoint sites — including hub sites, sites associated to a hub site, and the primary site of a site collection. Subsites aren’t supported.
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## Contract processing
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| Icon | Description |

microsoft-365/documentprocessing/requirements-and-limitations.md

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The following table outlines key factors to consider when planning to use an unstructured document processing model.
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This service is available only for SharePoint sites — including hub sites, sites associated to a hub site, and the primary site of a site collection. Subsites aren’t supported.
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| Icon | Description |
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| ------------- | ------------- |
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| ![Files symbol.](/office/media/icons/files-blue.png) | **Supported file types** <br>This model supports the following file types: .csv, .doc, .docx, .eml, .heic, .heif, .htm, .html, .jpeg, .jpg, .md, .msg, .pdf, .png, .ppt, .pptx, .rtf, .tif, .tiff, .txt, .xls, and .xlsx (formulas in .xls and .xlsx files aren't run).|

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